{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "4f1415d0-9c4d-408c-a6c8-f5a2a6f0a2c9",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import numpy as np"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "701fe4a2-4ef0-49c2-81c3-8cd117d6a972",
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "\n",
    "rc_param_update = {\n",
    "    'legend.fontsize': 'x-large',\n",
    "    'axes.labelsize': 'xx-large',\n",
    "    'axes.titlesize':'xx-large',\n",
    "    'xtick.labelsize':'xx-large',\n",
    "    'ytick.labelsize':'xx-large',\n",
    "    'figure.dpi':300,\n",
    "    'figure.figsize':(6.5,6,)\n",
    "}\n",
    "plt.rcParams.update(rc_param_update)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "6f69abd0-5459-4850-8089-978db5146142",
   "metadata": {},
   "outputs": [],
   "source": [
    "mese_68 = pd.read_csv('BPL_2D_gamma_1_gamma_2_MESE_2.3.csv')\n",
    "mese_95 = pd.read_csv('BPL_2D_gamma_1_gamma_2_MESE_6.18.csv')\n",
    "\n",
    "cf_68 = pd.read_csv('BPL_2D_gamma_1_gamma_2_CombinedFit_2.3.csv')\n",
    "cf_95 = pd.read_csv('BPL_2D_gamma_1_gamma_2_CombinedFit_6.18.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "d3fbf7c0-5534-4609-922b-bfaffdcec140",
   "metadata": {},
   "outputs": [
    {
     "data": {
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      "text/plain": [
       "<Figure size 1950x1800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# make figure\n",
    "linestyles=[\"-.\", \"-\"]\n",
    "level_labels = [\"68%\", \"95%\"]\n",
    "fig, (ax1) = plt.subplots(1, 1)\n",
    "# legend handler and label list\n",
    "lh, ll = [], []\n",
    "\n",
    "# plot contours\n",
    "ax1.plot(\n",
    "    mese_68['gamma_1'],\n",
    "    mese_68['gamma_2'],\n",
    "    color='tab:blue',\n",
    "    ls=linestyles[0],\n",
    "    lw=3.5,\n",
    ")\n",
    "ax1.plot(\n",
    "    mese_95['gamma_1'],\n",
    "    mese_95['gamma_2'],\n",
    "    color='tab:blue',\n",
    "    ls=linestyles[1],\n",
    "    lw=3.5,\n",
    ")\n",
    "\n",
    "ax1.plot(\n",
    "    cf_68['gamma_1'],\n",
    "    cf_68['gamma_2'],\n",
    "    color='tab:orange',\n",
    "    ls=linestyles[0],\n",
    "    lw=3.5,\n",
    ")\n",
    "ax1.plot(\n",
    "    cf_95['gamma_1'],\n",
    "    cf_95['gamma_2'],\n",
    "    color='tab:orange',\n",
    "    ls=linestyles[1],\n",
    "    lw=3.5,\n",
    ")\n",
    "ax1.scatter(\n",
    "    1.72,\n",
    "    2.84,\n",
    "    marker=\"*\",\n",
    "    s=180,\n",
    "    zorder=10,\n",
    "    color='tab:blue'\n",
    ")\n",
    "ax1.scatter(\n",
    "    1.31,\n",
    "    2.74,\n",
    "    marker=\"*\",\n",
    "    s=180,\n",
    "    zorder=10,\n",
    "    color='tab:orange'\n",
    ")\n",
    "xlim=[0., 3.]\n",
    "ylim=[2.45, 3.4]\n",
    "one_to_one_line = np.arange(min(xlim[0], ylim[0]), max(xlim[1], ylim[1]))\n",
    "# if 1:1 legend entry should be with CL: include label here\n",
    "l = plt.plot(\n",
    "    one_to_one_line, one_to_one_line,\n",
    "    ls=':', lw=3, color='k', alpha=0.7, label=r'$\\gamma_1=\\gamma_2$',\n",
    ")\n",
    "\n",
    "import matplotlib.lines as mlines\n",
    "cl = ['tab:orange','tab:blue']\n",
    "\n",
    "\n",
    "lws = [5,3,2.5,2.5,2.5]\n",
    "me = [3,3,2,4,3.1]\n",
    "ms = [20,20,15,15,15]\n",
    "lh = [mlines.Line2D([], [],color = cl[idx],\n",
    "                         lw = 3.5,ls='-') for idx,marker in enumerate([' ',' '])]\n",
    "ll = ['Combined Fit', 'MESE']\n",
    "\n",
    "# first legend: color labels\n",
    "l1 = ax1.legend(lh, ll, loc=1)\n",
    "\n",
    "# second legend: confidence labels (linestyles)\n",
    "for ls, label in zip(linestyles, level_labels):\n",
    "    ax1.plot([], [], color=\"k\", ls=ls, label=f\"{label} CL\")\n",
    "l2 = ax1.legend(loc=2)\n",
    "# l2 will remove l1, therefore we need to add it back to the artist\n",
    "ax1.add_artist(l1)\n",
    "        \n",
    "ax1.set_xlim(xlim[0], xlim[1])\n",
    "ax1.set_ylim(ylim[0], ylim[1])\n",
    "\n",
    "# axis labels\n",
    "ax1.set_xlabel(r\"$\\gamma_1$\")\n",
    "ax1.set_ylabel(r\"$\\gamma_2$\")\n",
    "\n",
    "fig.tight_layout()\n",
    "fig.subplots_adjust(hspace=0.0)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "02d07600-a78d-4c66-9902-79f2ecddf7ee",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.2"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
